Pengxin-Guo / HyperFLLinks
HyperFL [AAAI 2025] & HyperFL++.
☆16Updated 2 months ago
Alternatives and similar repositories for HyperFL
Users that are interested in HyperFL are comparing it to the libraries listed below
Sorting:
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆115Updated 9 months ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆60Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆47Updated last year
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆18Updated 7 months ago
- ☆15Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆58Updated last year
- ☆18Updated 2 months ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆25Updated last year
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆33Updated 7 months ago
- The official implantation of SGPT (CVPR2024)☆15Updated last year
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆26Updated 3 months ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆109Updated last year
- ☆33Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆45Updated 2 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆21Updated last year
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆44Updated 5 months ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated 2 years ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆104Updated last month
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆39Updated 2 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆31Updated 2 years ago
- ☆28Updated 2 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆24Updated last year
- [KDD 2023] FedMultimodal☆116Updated 4 months ago
- Official Implementation of paper "Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast"☆14Updated 11 months ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆23Updated last year
- ☆16Updated last year
- Self-supervised federated learning for medical imaging - IEEE TMI☆73Updated last year
- Benchmark for federated noisy label learning☆23Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆56Updated 8 months ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆27Updated last year